# Databricks Clusters Optimization | Cloud Efficiency Hub

Canonical: https://www.pointfive.co/efficiency-hub/cloud-services/databricks-clusters

Comprehensive guide to Databricks Clusters cost optimization. Identify and fix common inefficiencies to reduce cloud spend.

# Databricks Clusters

Comprehensive guide to Databricks Clusters cost optimization. Identify and fix common inefficiencies to reduce cloud spend.

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Category

Cloud provider

## All inefficiencies

8 inefficiencies

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| Cloud | Reference | Inefficiency | Service | Category |
| --- | --- | --- | --- | --- |
|  | CER-0098 | [On-Demand-Only Configuration for Non-Production Databricks Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/on-demand-only-configuration-for-non-production-databricks-clusters)  Databricks Clusters / Compute | Databricks Clusters | Compute |
|  | CER-0159 | [Inefficient Use of Photon Engine in Databricks Compute](https://www.pointfive.co/efficiency-hub/inefficiencies/inefficient-use-of-photon-engine-in-databricks-compute)  Databricks Clusters / Compute | Databricks Clusters | Compute |
|  | CER-0022 | [Missing Auto-Termination Policy for Databricks Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/missing-auto-termination-policy-for-databricks-clusters)  Databricks Clusters / Compute | Databricks Clusters | Compute |
|  | CER-0116 | [Lack of Graviton Usage in Databricks Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/lack-of-graviton-usage-in-databricks-clusters)  Databricks Clusters / Compute | Databricks Clusters | Compute |
|  | CER-0023 | [Suboptimal Use of On-Demand Instances in Non-Production Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/suboptimal-use-of-on-demand-instances-in-non-production-clusters)  Databricks Clusters / Compute | Databricks Clusters | Compute |
|  | CER-0125 | [Oversized Worker or Driver Nodes in Databricks Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/oversized-worker-or-driver-nodes-in-databricks-clusters)  Databricks Clusters / Compute | Databricks Clusters | Compute |
|  | CER-0067 | [Inefficient Autotermination Configuration for Interactive Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/inefficient-autotermination-configuration-for-interactive-clusters)  Databricks Clusters / Compute | Databricks Clusters | Compute |
|  | CER-0008 | [Inefficient Use of Interactive Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/inefficient-use-of-interactive-clusters)  Databricks Clusters / Compute | Databricks Clusters | Compute |

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Source: the public page above. Product screenshots and illustrative interfaces are examples, not live customer data.